UAV and TLS point cloud integration for the surface plant infrastructure of underground coal mines

  • Affiliations:

    1 Hanoi University of Mining and Geology, Hanoi, Vietnam
    2 Vietnam Natural Resources and Environment Corporation, Hanoi, Vietnam
    3 Department of Natural Resources and Environment Di An City, Binh Duong province, Vietnam

  • *Corresponding:
    This email address is being protected from spambots. You need JavaScript enabled to view it.
  • Received: 3rd-Mar-2022
  • Revised: 25th-June-2022
  • Accepted: 24th-July-2022
  • Online: 31st-Aug-2022
Pages: 13 - 23
Views: 4082
Downloads: 2320
Rating: 1.0, Total rating: 229
Yours rating

Abstract:

The surface plant infrastructure (SPI) of underground coal mines is one of important sets of underground mines as it includes essential objects, such as office buildings, structures and equipment used to load, receive, sort or process minerals; receive and discharge waste rocks; provide ventilation for tunnels and energy for mining operations. The measurement and collection of spatial data of SPI are important to ensure the safe and effective management and operation of mining activities in underground mines. A rapid development in geospatial technologies has facilitated the acquisition of geospatial data in the mining industry. Unmanned Aerial Vehicle (UAV) photogrammetry and Terrestrial Laser Scanning (TLS) are two of the typical geospatial technologies, which have made significant contributions to the field of geospatial data collection. While UAV photogrammetry allows to create dense point clouds with centimeter - level accuracy in a short time and large areas, TLS technology can produce dense point clouds with millimeter - level accuracy. However, the latter is time - consuming and expensive while performing on a large area. The integration of UAV and TLS data can be seen as a reasonable solution to gain the advantages of both and avoid the disadvantages of each technology. This paper presents the results of an integrated study of point cloud data generated by UAV and TLS for the plant infrastructure of the underground coal mine. Featuring structures in the study area include mineshaft tower, office and factory buildings. The results show that the UAV and TLS integrated point cloud data has millimeter - level accuracy for important objects such as mineshaft towers, while ancillary structures in the study area have centimeter - level accuracy.

How to Cite
Cao, C.Xuan, Le, C.Van, Vo, D.Ngoc, Ta, H.Thu Thi, Ngo, C.Sy and Dang, T.The 2022. UAV and TLS point cloud integration for the surface plant infrastructure of underground coal mines (in Vietnamese). Journal of Mining and Earth Sciences. 63, 4 (Aug, 2022), 13-23. DOI:https://doi.org/10.46326/JMES.2022.63(4).02.
References

Amos, C.L., (1995). Siliciclastic Tidal Flats. Developments in Sedimentology, 53(C), 273 - 306. https://doi.org/10.1016/S0070 - 4571 (05)80030 - 5.

Bae, K.H., and Lichti, D., (2004). Automated registration of unorganised point clouds from Terrestrial Laser Scanners. International Archives of Photogrammetry and Remote Sensing, 35.

Besl, P. J., and McKay, N.D., (1992). A method for registration of 3 - D shapes. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14(2), 239 - 256. doi:10.1109/34.121791.

Bui, T.D., Nguyen, C.V., Hoang, M.H., Dong, B.P., Nhu, V.H., Tran, T.A., Nguyen, Q.M., (2016). Building digital surface model and orthophoto using unmanned aerial vehicle photogrammetry technology. Proceedings of the conference on “Surveying and Mapping in response to climate change”. Hanoi University of Mining and Geology. (in Vietnamese).

Dieu, T.B., Nguyen, Q.L., Bui, X.N., Nguyen, V.N., Pham, C.V., Le, C.V., Ngo, T.P.T., Bui, T.D., Bjørn Kristoffersen, (2017). Lightweight Unmanned Aerial Vehicle and Structure - from - Motion Photogrammetry for Generating Digital Surface Model for Open - Pit Coal Mine Area and Its Accuracy Assessment, Springer: Advances and Applications in Geospatial Technology and Earth Resources, 17 - 33.

Do, T.S., Nguyen, A.T., Hoang, H., Vo, T.L., Nguyen, N.T.V., Vo, V.T., Le, N.T.P., Pham, T.T.A., Dang, M.Q., (2019). Integrating point cloud from 3D Laser scanning and Unmanned Aerial Vehicle (UAV) equipments in order to collect construction project information modeling. Vietnam Journal of Construction, 4. (In Vietnamese).

Furukawa, Y., Curless, B., Seitz, S. M., and Szeliski, R., (2010). Towards Internet - scale multi - view stereo. The IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 13 - 18 June 2010.

Furukawa, Y., and Ponce, J. ,(2010). Accurate, Dense and Robust Multiview Stereopsis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(8), 1362 - 1376. doi:10.1109 /TPAMI.2009.161

Kubota, S., Ho, C., and Nishi, K., (2019). Construction and Usage of Three - dimensional Data for Road Structures Using Terrestrial Laser Scanning and UAV with Photogrammetry. ISARC. Proceedings of the International Symposium on Automation and Robotics in Construction, 36, 136 - 143. doi:10.22260/ ISARC2019/0019.

Kwon, S., Park, J. - W., Moon, D., Jung, S., and Park, H. ,(2017). Smart Merging Method for Hybrid Point Cloud Data using UAV and LIDAR in Earthwork Construction. Procedia engineering, 196, 21 - 28. doi:10.1016/ j.proeng.2017.07. 168.

Le, V.C., Nguyen, V.N., (2016). Monitoring the displacement of industrial site area at Nui Beo coal mine. The international conference on Earth sciences and Sustainable Geo - Resources development, Hanoi, Vietnam.

Lowe, D.G., (2004). Distinctive Image Features from Scale - Invariant Keypoints. International Journal of Computer Vision, 60(2), 91 - 110. doi:10.1023/B:VISI.0000029664.99615.94. 

Mai, V.S., Bui, N.Q., Pham, V.H., Le, D.Q., (2017). Research on using unmanned earial vehicle (UAV) photos in producing large scale topographical maps. The Journal of Geodesy and Cartography, 33. (In Vietnamese).

Marcisz, M., Probierz, K., and Ostrowska - Łach, M., (2018). 3D representation of geological observations in underground mine workings of the Upper Silesian Coal Basin. Journal of Sustainable Mining, 17(1), 34 - 39. doi: https:// doi. org/10.1016/j.jsm.2018.01.001.

Martínez - Espejo Zaragoza, I., Caroti, G., Piemonte, A., Riedel, B., Tengen, D., and Niemeier, W. ,(2017). Structure from motion (SfM) processing of UAV images and combination with terrestrial laser scanning, applied for a 3D - documentation in a hazardous situation. Geomatics, Natural Hazards and Risk, 8(2), 1492 - 1504. doi:10.1080/19475705.2017. 134 5796. 

Ngo, S.C., Tran, X.T., Tran, H.H., Dang, N.V., (2019). Quality enhancement of building 3D models using UAV and TLS integration. Combination of UAV technology and terrestrial laser scanning for improving the efficiency of building 3D model. Journal of Mining and Earth Sciences, 60(4), 10. (In Vietnamese).

Ngo, S.C., Tran, H.H., Tran, V.A., Tran, X. T., (2018). Application of 3D terrestrial laser scanning technology in monitoring changes of terrains – A case study of Quang Ninh. Proceedings of 10th National Conference on Geography in Da Nang, Vietnam Geography Association. (in Vietnamese).

Nguyen, V.N., Nguyen, Q.L., Vu, Q.L., (2017). Application of terrestrial laser scanner GeoMax Zoom 300for 3D mapping of Vietnam’s open-pit mines. Journal of Mining and Earth Sciences, 58, 6. (In Vietnamese).

Nguyen, Q.L., Buczek, M. M., Szlapińska, S. A., Bui, X.N., Nguyen, V.N., Cao, X.Cuong., (2018). Accuracy assessment of mine walls’ surface models derived from terrestrial laser scanning. International Journal of Coal Science and Technology, 5(3), 328 - 338. 

Nguyen, Q.L., Cao, X.C., (2019). Application of unmanned earial vehicle (UAV) in building digital surface models and maps of open-pit mines. TheJournal of Mining Industry, 1 - 2019, 9.  (in Vietnamese).

Nguyen, Q.L., Bui, X.N., Cao, X.C., Le, V.C., (2019). An approach of mapping quarries in Vietnam using low - cost Unmanned Aerial Vehicles. Sustainable Development of Mountain Territories, 11(2), 199 - 209.

Nguyen, V.N., Vo, N.D., (2016). The possibility applying of Terrestrial Laser Scanner 3D for construction ‐ mining management in underground mines. Journal of Mining and Earth Sciences, 57, 8. (in Vietnamese).

Šašak, J., Gallay, M., Kaňuk, J., Hofierka, J., and Minár, J., (2019). Combined Use of Terrestrial Laser Scanning and UAV Photogrammetry in Mapping Alpine Terrain. Remote sensing (Basel, Switzerland), 11(18), 2154. doi:10. 3390/rs11182154. 

Tran, Q.V., Hoang, V.A., Pham, Q.K., (2018). Research on combination of the UAV photogrametry data and Terrestial Laser Scanner’s data for establisment3D map for urban areas. Journal of Mining and Earth Sciences, 59(44), 10. (in Vietnamese).

Vu, P.L., Le, T., (2014). Experiment on using unmanned earial vehicle in 3D mapping.  Experimental drones create 3D electric corridor maps. Proceeding of the conference on military terrains. Mapping department, General Staff of the Vietnam People's Army. (in Vietnamese).

Xu, Z., Wu, L., Shen, Y., Li, F., Wang, Q., and Wang, R., (2014). Tridimensional Reconstruction Applied to Cultural Heritage with the Use of Camera - Equipped UAV and Terrestrial Laser Scanner. Remote sensing (Basel, Switzerland), 6(11), 10413 - 10434. doi:10.3390/rs61110 413.

Other articles